Aryan Kumar
commited on
Commit
·
25bfb8a
1
Parent(s):
7972508
modified: app.ipynb
Browse files
app.ipynb
CHANGED
The diff for this file is too large to render.
See raw diff
|
|
app.py
CHANGED
@@ -17,23 +17,27 @@ import gradio as gr
|
|
17 |
# %%
|
18 |
#im = PILImage.create('teddybear.jpg')
|
19 |
#im = PILImage.create('grizzly.jpg')
|
20 |
-
|
|
|
|
|
|
|
21 |
|
22 |
-
# im.thumbnail((192, 192))
|
23 |
-
# im
|
24 |
|
25 |
# %% [markdown]
|
26 |
# Let's import the model and create the learner:
|
27 |
|
28 |
# %%
|
29 |
#|export
|
|
|
|
|
|
|
30 |
learn = load_learner('export.pkl')
|
31 |
|
32 |
# %% [markdown]
|
33 |
# With the learner we can to the predictions (inference):
|
34 |
|
35 |
# %%
|
36 |
-
|
37 |
|
38 |
# %% [markdown]
|
39 |
# The available categories are contained in the vocab:
|
@@ -54,7 +58,7 @@ def classify_image(img):
|
|
54 |
# Testing the function:
|
55 |
|
56 |
# %%
|
57 |
-
|
58 |
|
59 |
# %% [markdown]
|
60 |
# ## Gradio App
|
@@ -77,7 +81,7 @@ intf = gr.Interface(fn=classify_image, inputs=image, outputs=label, examples=exa
|
|
77 |
intf.launch(inline=False)
|
78 |
|
79 |
# %%
|
80 |
-
|
81 |
|
82 |
# %% [markdown]
|
83 |
# ## Export
|
|
|
17 |
# %%
|
18 |
#im = PILImage.create('teddybear.jpg')
|
19 |
#im = PILImage.create('grizzly.jpg')
|
20 |
+
im = PILImage.create('blackbear.jpg')
|
21 |
+
|
22 |
+
im.thumbnail((192, 192))
|
23 |
+
im
|
24 |
|
|
|
|
|
25 |
|
26 |
# %% [markdown]
|
27 |
# Let's import the model and create the learner:
|
28 |
|
29 |
# %%
|
30 |
#|export
|
31 |
+
import pathlib
|
32 |
+
plt = platform.system()
|
33 |
+
if plt == 'Windows': pathlib.PosixPath = pathlib.WindowsPath
|
34 |
learn = load_learner('export.pkl')
|
35 |
|
36 |
# %% [markdown]
|
37 |
# With the learner we can to the predictions (inference):
|
38 |
|
39 |
# %%
|
40 |
+
learn.predict(im)
|
41 |
|
42 |
# %% [markdown]
|
43 |
# The available categories are contained in the vocab:
|
|
|
58 |
# Testing the function:
|
59 |
|
60 |
# %%
|
61 |
+
classify_image(im)
|
62 |
|
63 |
# %% [markdown]
|
64 |
# ## Gradio App
|
|
|
81 |
intf.launch(inline=False)
|
82 |
|
83 |
# %%
|
84 |
+
intf.close()
|
85 |
|
86 |
# %% [markdown]
|
87 |
# ## Export
|